Generating Content-Based Recommendations for Products, Chaining Together Models, and ODSC East is Next Week!

ODSC - Open Data Science
ODSCJournal
Published in
4 min readMay 4, 2023

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Generating Content-Based Recommendations for Millions of Merchants and Products

Shopify has developed a world-class recommendation engine for its website. Here’s a peak under the hood at how it works.

How Ray Solves Common Production Challenges for Generative AI Infrastructure

In this post, the Ray team talks about how to use Ray to productionize common generative model workloads.

AgentChain: Chain Together Models to Perform Complex Tasks

AgentChain uses LLMs for planning and orchestrating multiple Agents or Large Models for accomplishing sophisticated tasks.

How To Improve AI Model Robustness in the Last Mile

We must understand what these AI models can and can’t do, and what risks they pose, so that we can develop meaningful ways to measure performance.

Training 175B Parameter Language Models at 1000 GPU Scale with Alpa and Ray

This blog post presents how two open-source frameworks, Alpa and Ray, closely integrate to achieve the scale to train a 175B parameters OPT-175B model (equivalent to GPT-3) with pipeline parallelism up to 1024 A100 GPUs in collaboration with Nvidia.

Data Processing Agreements in 2023

Businesses and organizations rely on computer technology to handle clients’ data. This is why companies need data processing agreements and keep up with the latest information about them.

How OpenAI is Shaping the Future of These 6 Industries

In this article, we’ll dive into OpenAI’s usage across six core industries, exploring how each of these fields, in turn, is being shaped by artificial intelligence.

Meet StableVicuna, The First Large-Scale Open-Source RLHF Chatbot by Stability AI

In a blog post, Stability AI introduced StableVicuna, the first large-scale open-source chatbot trained via reinforcement learning through human feedback or RLHF.

There’s less than a week to go until ODSC East 2023. Join us there for 3 full days of instruction in machine learning, deep learning, NLP and LLMs, data engineering, and more!

Register by Friday to save 20%.

New AI is Predicting Enzyme Functions Better Than Leading Tools

A new AI tool is predicting the functions of enzymes based on their amino acid sequences, faster than current leading tools.

Italian Minister Claims Nation’s Ban of OpenAI’s ChatGPT is Excessive

Matteo Salvini, deputy prime minister of Italy, said that the government’s decision to ban OpenAI’s ChatGPT was excessive.

Seven Large Language Models for Generative AI Specially Trained on Cerebras Hardware Released

Cerebras Systems has announced that they’ve released seven large language models for specializing in generative AI.

FTC Files Complaint Against OpenAI’s ChatGPT

Tech ethics group, the Center for Artificial Intelligence and Digital Policy, is asking the FTC to force OpenAI to halt any new commercial releases of GPT-4.

The AI Expo Hall, a Generative AI Hackathon, and Other Free Ways to Attend ODSC East

Between a generative AI hackathon, an AI Expo & Demo Hall, and a career expo, here are a few ways that you can attend ODSC East this May for free.

11 Can’t-Miss Sessions Coming to ODSC East

With over 100 sessions, ODSC East 2023 has a lot to choose from. Here are our picks for a few can’t-miss sessions from Keynote speakers and data science rockstars.

Even More Demo Sessions Coming to ODSC East to Help You Build AI Better

In a follow-up to our recent blog, here are even more demo talks coming to ODSC East this May designed to help you build AI better.

All Generative AI and LLM Talks Coming to ODSC East

Everyone is talking about Generative AI and LLMs. To learn more about the technology that is currently taking over your conversations and newsfeeds, check out these upcoming ODSC East sessions.

Video of the Week: Search and Discovery in News and Research

Learn how Bloomberg company leverages machine learning, deep learning, and natural language processing to create a search and discovery system for financial news and research.

Upcoming Webinars:

Detect potential anomalies to guard your business with Azure Anomaly Detector

Thu, May 18, 2023, 12:00 PM — 1:00 PM EDT

In this talk, the speaker will introduce the features and benefits of Azure Anomaly Detector, demonstrate how to use it with simple code snippets, and showcase some real-world use cases where anomaly detection can make a difference.

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ODSC - Open Data Science
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